Analiza kretanja korisnika temeljem anonimiziranih lokacijskih podataka telekomunikacijske mreže

master's thesis

• Title (english): User movement analysis based on anonymized location data from telecommunications networks
• Author: Antonia Žaja
• Mentor: Marin Vuković (mentor)
• Committee member: Marin Vuković (predsjednik povjerenstva)
• Committee member: Dragan Jevtić (član povjerenstva)
• Committee member: Miljenko Mikuc (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2024-07-10, Croatia

Abstract

Ovaj rad istražuje važnost zaštite lokacijskih podataka korisnika u uslugama različitih vrsta, s ciljem dobivanja uvida u obrasce kretanja i ponašanja korisnika. Analizom zapisa CDR-a definirane su analize kretanja korisnika odnosno transformacije. Rezultati navedenih transformacija predstavljaju dodatne informacije o korisnicima na temelju kojih je moguća izrada korisnički profila. Korisničke profile moguće je filtrirati s obzirom na usluge kojima su takvi podaci od interesa i koristi. Što je veći broj poznatih atributa o korisnicima, to je veći skup primjene istih u većem broju različitih usluga. Korištenjem ovakvog tipa informacije, usluge različitih vrsta imaju mogućnost poboljšanja rada te prilagodbe rada prema preferencijama svojih korisnika, istovremeno osiguravajući zaštitu privatnosti, što je u današnjem vremenu od iznimne važnosti.

Abstract (english)

This thesis defines the importance of protecting user's location data in different types of services, with the aim of gaining insight into user movement and behavior patterns. The analysis of the CDR record defines the analysis of the user's movement, i.e. the transformation. The results of the mentioned transformations represent additional information about users, based on which it is possible to create a user profile. It is possible to filter user profiles about the services for which such data is of interest and use. The greater the number of known attributes about users, the greater the set of applications of the same in a greater number of different services. By using this type of information, services of various types could improve their work and adjust their work according to the preferences of their users, while at the same time ensuring privacy protection, which is extremely important nowadays.

• Keywords: zapis CDR-a; usluge; analize kretanja korisnika; zaštita privatnosti korisnika; anonimizacija; telekomunikacijska mreža; korisnički profil
• Keywords (english): CDR record; services; user movement analysis; user privacy protection; anonymization; telecommunications network; user profile
• Language: croatian
• URN:NBN: urn:nbn:hr:168:851132
• Study programme: Title: Computing; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2024-10-12 22:34:18